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Publications about 'Sparsitypromoting optimal control'


X. Wu.
Sparsitypromoting optimal control of power networks.
PhD thesis,
University of Minnesota,
2016.
Keyword(s): Alternating direction method of multipliers,
Distributed PIcontrol,
Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Synchronization,
Topology design,
Widearea control.
[bibtexentry]

F. Lin.
Structure identification and optimal design of largescale networks of dynamical systems.
PhD thesis,
University of Minnesota,
2012.
Keyword(s): Alternating direction method of multipliers,
Architectural issues in distributed control design,
Consensus networks,
Control of vehicular formations,
Convex Optimization,
Leader selection,
Sparsitypromoting optimal control.
[bibtexentry]

X. Wu and M. R. Jovanovic.
Sparsitypromoting optimal control of systems with symmetries, consensus and synchronization networks.
Syst. Control Lett.,
2017.
Note: Doi:10.1016/j.sysconle.2017.02.007.
Keyword(s): Alternating direction method of multipliers,
Consensus and synchronization networks,
Distributed systems,
Regularization,
Sparsitypromoting optimal control,
Spatiallyinvariant systems.
[bibtexentry]

N. K. Dhingra and M. R. Jovanovic.
The proximal augmented Lagrangian method for nonsmooth composite optimization.
IEEE Trans. Automat. Control,
2016.
Note: Submitted; also arXiv:1610.04514.
Keyword(s): Augmented Lagrangian,
Method of multipliers,
Nonsmooth optimization,
Proximal methods,
Regularization,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

M. R. Jovanovic and N. K. Dhingra.
Controller architectures: tradeoffs between performance and structure.
Eur. J. Control,
30:7691,
July 2016.
Keyword(s): Controller architecture,
Convex optimization,
Distributed control,
Networks of dynamical systems,
Nonsmooth optimization,
Performance vs. complexity,
Regularization,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Inputoutput analysis and decentralized optimal control of interarea oscillations in power systems.
IEEE Trans. Power Syst.,
31(3):24342444,
May 2016.
Keyword(s): Alternating direction method of multipliers,
Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Synchronization,
Widearea control.
[bibtexentry]

F. Dörfler,
M. R. Jovanovic,
M. Chertkov,
and F. Bullo.
Sparsitypromoting optimal widearea control of power networks.
IEEE Trans. Power Syst.,
29(5):22812291,
September 2014.
Keyword(s): Alternating direction method of multipliers,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

M. R. Jovanovic,
P. J. Schmid,
and J. W. Nichols.
Sparsitypromoting dynamic mode decomposition.
Phys. Fluids,
26(2):024103 (22 pages),
February 2014.
Keyword(s): Dynamic Mode Decomposition,
Flow modeling and control,
Convex optimization,
Sparsity.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Algorithms for leader selection in stochastically forced consensus networks.
IEEE Trans. Automat. Control,
59(7):17891802,
July 2014.
Keyword(s): Alternating direction method of multipliers,
Consensus networks,
Convex optimization,
Greedy algorithm,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Design of optimal sparse feedback gains via the alternating direction method of multipliers.
IEEE Trans. Automat. Control,
58(9):24262431,
September 2013.
Keyword(s): Alternating direction method of multipliers,
Architectural issues in distributed control design,
Cardinality minimization,
Distributed control,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

S. HassanMoghaddam,
X. Wu,
and M. R. Jovanovic.
Edge addition in directed consensus networks.
In Proceedings of the 2017 American Control Conference,
Seattle, WA,
2017.
Note: To appear.
Keyword(s): Alternating direction method of multipliers,
consensus,
directed networks,
nonconvex optimization,
sparsitypromoting optimal control.
[bibtexentry]

J. Annoni,
P. Seiler,
and M. R. Jovanovic.
Sparsitypromoting dynamic mode decomposition for systems with inputs.
In Proceedings of the 55th IEEE Conference on Decision and Control,
Las Vegas, NV,
pages 65066511,
2016.
Note: (Invited paper).
Keyword(s): Dynamic Mode Decomposition,
Flow modeling and control,
Convex optimization,
Sparsity.
[bibtexentry]

M. Colombino,
N. K. Dhingra,
M. R. Jovanovic,
A. Rantzer,
and R. S. Smith.
On the optimal control problem for a class of monotone bilinear systems.
In Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems,
Minneapolis, MN,
pages 411413,
2016.
Note: (Invited paper).
Keyword(s): Convex optimization,
Networks,
Monotone systems,
Positive systems,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control,
Structured design.
[bibtexentry]

M. Colombino,
N.K. Dhingra,
M. R. Jovanovic,
and Roy S. Smith.
Convex reformulation of a robust optimal control problem for a class of positive systems.
In Proceedings of the 55th IEEE Conference on Decision and Control,
Las Vegas, NV,
pages 52635268,
2016.
Note: (Invited paper).
Keyword(s): Combination drug therapy,
Convex optimization,
Networks,
Positive systems,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control,
Structured design,
Robust Control.
[bibtexentry]

N. K. Dhingra,
M. Colombino,
and M. R. Jovanovic.
On the convexity of a class of structured optimal control problems for positive systems.
In Proceedings of the 2016 European Control Conference,
Aalborg, Denmark,
pages 825830,
2016.
Keyword(s): Combination drug therapy,
Convex optimization,
Leader selection,
Networks,
Positive systems,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control,
Structured design.
[bibtexentry]

N. K. Dhingra and M. R. Jovanovic.
A method of multipliers algorithm for sparsitypromoting optimal control.
In Proceedings of the 2016 American Control Conference,
Boston, MA,
pages 19421947,
2016.
Note: (Invited paper).
Keyword(s): Augmented Lagrangian,
Method of multipliers,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

N. K. Dhingra,
X. Wu,
and M. R. Jovanovic.
Sparsitypromoting optimal control of systems with invariances and symmetries.
In Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems,
Monterey, CA,
pages 648653,
2016.
Keyword(s): Architectural issues in distributed control design,
Cardinality minimization,
Convex optimization,
Distributed control,
Sparsitypromoting optimal control,
Spatiallyinvariant systems,
Symmetric systems.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Topology identification and design of distributed integral action in power networks.
In Proceedings of the 2016 American Control Conference,
Boston, MA,
pages 59215926,
2016.
Keyword(s): Alternating direction method of multipliers,
Distributed PIcontrol,
Power systems,
Sparsitypromoting optimal control,
Topology identification.
[bibtexentry]

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Perturbation of system dynamics and the covariance completion problem.
In Proceedings of the 55th IEEE Conference on Decision and Control,
Las Vegas, NV,
pages 70367041,
2016.
Keyword(s): Convex optimization,
Lowrank perturbation,
Matrix completion problems,
Sparsitypromoting optimal control,
Structured covariances.
[bibtexentry]

V. Purba,
X. Wu,
M. Sinha,
S. V. Dhople,
and M. R. Jovanovic.
Design of optimal coupling gains for synchronization of nonlinear oscillators.
In Proceedings of the 54th IEEE Conference on Decision and Control,
Osaka, Japan,
pages 13101315,
2015.
Keyword(s): Alternating direction method of multipliers,
Power systems,
Sparsitypromoting optimal control,
Synchronization,
Weakly nonlinear oscillators.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Decentralized optimal control of interarea oscillations in bulk power systems.
In Proceedings of the 54th IEEE Conference on Decision and Control,
Osaka, Japan,
pages 55325537,
2015.
Keyword(s): Decentralized control,
Inputoutput analysis,
Interarea oscillations,
Power systems,
Sparsitypromoting optimal control,
Synchronization,
Widearea control.
[bibtexentry]

M. Fardad and M. R. Jovanovic.
On the design of optimal structured and sparse feedback gains using semidefinite programming.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 24382443,
2014.
Keyword(s): Architectural issues in distributed control design,
Cardinality minimization,
Convex optimization,
Distributed control,
Sparsitypromoting optimal control.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Analysis and design tradeoffs for power network interarea oscillations.
In Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems,
Groningen, The Netherlands,
pages 657663,
2014.
Note: (Invited paper).
Keyword(s): Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

X. Wu and M. R. Jovanovic.
Sparsitypromoting optimal control of consensus and synchronization networks.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 29482953,
2014.
Keyword(s): Consensus,
Distributed control,
Oscillator networks,
Sparse graphs,
Synchronization.
[bibtexentry]

D. M. Zoltowski,
N. K. Dhingra,
F. Lin,
and M. R. Jovanovic.
Sparsitypromoting optimal control of spatiallyinvariant systems.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 12611266,
2014.
Keyword(s): Architectural issues in distributed control design,
Cardinality minimization,
Convex optimization,
Distributed control,
Sparsitypromoting optimal control,
Spatiallyinvariant systems.
[bibtexentry]

F. Dörfler,
M. R. Jovanovic,
M. Chertkov,
and F. Bullo.
Sparse and optimal widearea damping control in power networks.
In Proceedings of the 2013 American Control Conference,
Washington, DC,
pages 42954300,
2013.
Keyword(s): Alternating direction method of multipliers,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

M. R. Jovanovic and F. Lin.
Sparse quadratic regulator.
In Proceedings of the 12th European Control Conference,
Zürich, Switzerland,
pages 10471052,
2013.
Keyword(s): Alternating direction method of multipliers,
Cardinality minimization,
Distributed control,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

M. R. Jovanovic,
P. J. Schmid,
and J. W. Nichols.
Lowrank and sparse dynamic mode decomposition.
In Center for Turbulence Research Annual Research Briefs,
pages 139152,
2012.
Keyword(s): Dynamic Mode Decomposition,
Flow modeling and control,
Convex optimization,
Sparsity.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Sparse feedback synthesis via the alternating direction method of multipliers.
In Proceedings of the 2012 American Control Conference,
Montréal, Canada,
pages 47654770,
2012.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control,
Sparsitypromoting optimal control.
[bibtexentry]

M. Fardad,
F. Lin,
and M. R. Jovanovic.
Algorithms for leader selection in large dynamical networks: noisefree leaders.
In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference,
Orlando, FL,
pages 71887193,
2011.
Keyword(s): Consensus networks,
Convex optimization,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]

M. Fardad,
F. Lin,
and M. R. Jovanovic.
Sparsitypromoting optimal control for a class of distributed systems.
In Proceedings of the 2011 American Control Conference,
San Francisco, CA,
pages 20502055,
2011.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control,
Sparsitypromoting optimal control.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Algorithms for leader selection in large dynamical networks: noisecorrupted leaders.
In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference,
Orlando, FL,
pages 29322937,
2011.
Keyword(s): Alternating direction method of multipliers,
Consensus networks,
Convex optimization,
Greedy algorithm,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]
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Last modified: Sat Feb 25 12:27:02 2017
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